AI Paper Reviews – Quang Duong

[TLDR] Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration

A multi-agent approach for scalable knowledge integration surpassing LLM context window limits

[TLDR] Who Reasons in the Large Language Models?

Probing Reasoning Localization in Transformer Architectures with Diagnostic Tools

[TLDR] Hardware-Efficient Attention for Fast Decoding

Optimizing Latency and Throughput in LLM Decoding with GTA & GLA

[TLDR] Large Language Models Miss the Multi-Agent Mark

Why Current MAS LLMs Research Falls Short of Classical Multi-Agent Systems Principles

[TLDR] KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Models

Combining Large Language Models and Food Knowledge Graphs for Personalized Food Recommendation and Recipe Generation

[TLDR] Choosing a Model, Shaping a Future: Comparing LLM Perspectives on Sustainability and its Relationship with AI

How different LLMs conceptualize sustainability and the implications for AI-driven decision-making

[TLDR] Think Only When You Need with Large Hybrid-Reasoning Models

Adaptive Hybrid-Reasoning in Large Language Models for Efficient Problem Solving